DEVELOPMENT... OpenML
Run
155884

Run 155884

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 11-02-2015 by Jason
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.7995
Per class
Confusion matrix
F measure
0.7962
Per class
Kappa
0.5601
KB relative information score
701184.367
Mean absolute error
0.1262
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7953
Per class
Predictive accuracy
0.8021
Prior entropy
2.3219
Recall
0.8021
Per class
Relative absolute error
0.3944
Root mean prior squared error
0.4
Root mean squared error
0.2504
Root relative squared error
0.626